Data Science, Analytics & Research Engineering
Research Systems & Data Science, Built for Reality.
We support academic labs and research-driven teams in the UK, US, EU, and around the world with precise consulting sprints spanning research engineering, data science, and exploratory analysis, focused on reproducibility and clarity.
Concord Research Systems | London, UK
What we help our clients complete
Focused engineering and analysis deliverables for research environments and data-driven teams that value careful methods, traceability, and speed without cutting corners.
Pipeline and data engineering
Design and implement data pipelines for imaging, experimental, and survey data with reproducible environments and clear provenance.
Exploratory analysis
Structured exploratory analysis and rapid data summaries to inform next steps, with transparent assumptions and traceable outputs.
Review & optimization
Review and optimize existing codebases for correctness, performance, and maintainability with prioritized fixes and documentation.
Typical use cases
- Wet lab needs a automated deep learning image processing model.
- Social science group needs an interactive web app to visualize data.
- Exploratory analysis to guide study design or next experiments.
- Research startup needs performance tuning for analysis workloads.
Consulting only
Engagements are paid, fixed-scope sprints. This is not a research collaboration, not a staff role, and not a grant partnership.
If your project is open-ended, we can recommend a narrower scope that fits a focused sprint.
Process preview
A simple sequence designed to reduce administrative overhead and keep work moving.
Scope
We define deliverables, timeline, and access needs in a short scoping call. If the fit is wrong, I will say so.
Execute
Work proceeds in a focused sprint with minimal meetings and clear checkpoints.
Handoff
You receive working materials, documentation, and a summary of completed work and known limitations.